新兴股票市场的部门整合:多尺度方法。

IF 0.8 4区 经济学 Q3 ECONOMICS Journal of Economic Interaction and Coordination Pub Date : 2023-04-13 DOI:10.1007/s11403-023-00383-y
Kingstone Nyakurukwa, Yudhvir Seetharam
{"title":"新兴股票市场的部门整合:多尺度方法。","authors":"Kingstone Nyakurukwa,&nbsp;Yudhvir Seetharam","doi":"10.1007/s11403-023-00383-y","DOIUrl":null,"url":null,"abstract":"<p><p>The purpose of this study is to examine the connectedness of industry sectors on the Johannesburg Stock Exchange in a time-frequency domain. We use econophysics-based methods like the wavelet multiple correlation and wavelet scalogram difference to identify the evolution of the connectedness of the sectors over time and at different frequencies. The findings show that the sectors on the Johannesburg Stock Exchange are especially integrated at lower frequencies. Wavelet multiple correlation peaks in response to local and global shocks like the black-swan COVID-19 pandemic in 2020 and the downgrading of South African debt by Fitch in 2013. Though there are opportunities for sectoral diversification on the JSE, this fails when it is most needed, during crisis periods. Investors should therefore consider other asset classes that could serve as a haven in times of crisis. Though extant literature has examined sectoral dependencies on the stock markets of developed and developing countries, to the best of our knowledge, this is the first study to examine this connectedness in a South African context using multiple nonparametric methods that are robust to non-normality, presence of outliers as well as non-stationary data.</p>","PeriodicalId":45479,"journal":{"name":"Journal of Economic Interaction and Coordination","volume":" ","pages":"1-20"},"PeriodicalIF":0.8000,"publicationDate":"2023-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099005/pdf/","citationCount":"0","resultStr":"{\"title\":\"Sectoral integration on an emerging stock market: a multi-scale approach.\",\"authors\":\"Kingstone Nyakurukwa,&nbsp;Yudhvir Seetharam\",\"doi\":\"10.1007/s11403-023-00383-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The purpose of this study is to examine the connectedness of industry sectors on the Johannesburg Stock Exchange in a time-frequency domain. We use econophysics-based methods like the wavelet multiple correlation and wavelet scalogram difference to identify the evolution of the connectedness of the sectors over time and at different frequencies. The findings show that the sectors on the Johannesburg Stock Exchange are especially integrated at lower frequencies. Wavelet multiple correlation peaks in response to local and global shocks like the black-swan COVID-19 pandemic in 2020 and the downgrading of South African debt by Fitch in 2013. Though there are opportunities for sectoral diversification on the JSE, this fails when it is most needed, during crisis periods. Investors should therefore consider other asset classes that could serve as a haven in times of crisis. Though extant literature has examined sectoral dependencies on the stock markets of developed and developing countries, to the best of our knowledge, this is the first study to examine this connectedness in a South African context using multiple nonparametric methods that are robust to non-normality, presence of outliers as well as non-stationary data.</p>\",\"PeriodicalId\":45479,\"journal\":{\"name\":\"Journal of Economic Interaction and Coordination\",\"volume\":\" \",\"pages\":\"1-20\"},\"PeriodicalIF\":0.8000,\"publicationDate\":\"2023-04-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099005/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Economic Interaction and Coordination\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://doi.org/10.1007/s11403-023-00383-y\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Economic Interaction and Coordination","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1007/s11403-023-00383-y","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

摘要

本研究的目的是在时间-频率域中检验约翰内斯堡证券交易所行业部门的连通性。我们使用基于经济学的方法,如小波多重相关和小波尺度图差分,来识别不同频率下扇区连通性随时间的演变。研究结果表明,约翰内斯堡证券交易所的板块在较低的频率下尤其一体化。小波多重相关性峰值是为了应对2020年新冠肺炎疫情和2013年惠誉下调南非债务评级等地方和全球冲击。尽管JSE存在部门多元化的机会,但在危机时期,当最需要的时候,这种做法就失败了。因此,投资者应该考虑在危机时期可以作为避风港的其他资产类别。尽管现有文献已经研究了发达国家和发展中国家股票市场的部门依赖性,但据我们所知,这是第一项在南非背景下使用多种非参数方法来检验这种连通性的研究,这些方法对非正态性、异常值的存在以及非平稳数据都是稳健的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

摘要图片

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Sectoral integration on an emerging stock market: a multi-scale approach.

The purpose of this study is to examine the connectedness of industry sectors on the Johannesburg Stock Exchange in a time-frequency domain. We use econophysics-based methods like the wavelet multiple correlation and wavelet scalogram difference to identify the evolution of the connectedness of the sectors over time and at different frequencies. The findings show that the sectors on the Johannesburg Stock Exchange are especially integrated at lower frequencies. Wavelet multiple correlation peaks in response to local and global shocks like the black-swan COVID-19 pandemic in 2020 and the downgrading of South African debt by Fitch in 2013. Though there are opportunities for sectoral diversification on the JSE, this fails when it is most needed, during crisis periods. Investors should therefore consider other asset classes that could serve as a haven in times of crisis. Though extant literature has examined sectoral dependencies on the stock markets of developed and developing countries, to the best of our knowledge, this is the first study to examine this connectedness in a South African context using multiple nonparametric methods that are robust to non-normality, presence of outliers as well as non-stationary data.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
2.20
自引率
18.20%
发文量
33
期刊介绍: Journal of Economic Interaction and Coordination addresses the vibrant and interdisciplinary field of agent-based approaches to economics and social sciences. It focuses on simulating and synthesizing emergent phenomena and collective behavior in order to understand economic and social systems. Relevant topics include, but are not limited to, the following: markets as complex adaptive systems, multi-agents in economics, artificial markets with heterogeneous agents, financial markets with heterogeneous agents, theory and simulation of agent-based models, adaptive agents with artificial intelligence, interacting particle systems in economics, social and complex networks, econophysics, non-linear economic dynamics, evolutionary games, market mechanisms in distributed computing systems, experimental economics, collective decisions. Contributions are mostly from economics, physics, computer science and related fields and are typically based on sound theoretical models and supported by experimental validation. Survey papers are also welcome. Journal of Economic Interaction and Coordination is the official journal of the Association of Economic Science with Heterogeneous Interacting Agents. Officially cited as: J Econ Interact Coord
期刊最新文献
Mesoscopic structure of the stock market and portfolio optimization Introduction to the special issue on two editions of the workshop on economic science with heterogeneous interacting agents, $$24.5{\text {th}}$$ Milan, 2021 (wehia 2021) $$25{\text {th}}$$ Catania, 2022 (wehia 2022) Project finance or corporate finance for renewable energy? an agent-based insight From zero-intelligence to Bayesian learning: the effect of rationality on market efficiency Nonlinear dynamics in a public good game
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1